About: Time-varying human mobility patterns with metapopulation epidemic dynamics

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An Entity of Type : schema:ScholarlyArticle, within Data Space : wasabi.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	Time-varying human mobility patterns with metapopulation epidemic dynamics
Creator	Gong, Yong-Wang Jiang, Guo-Ping Song, Yu-Rong
Source	Elsevier; Medline; PMC
abstract	Abstract In this paper, explicitly considering the influences of an epidemic outbreak on human travel, a time-varying human mobility pattern is introduced to model the time variation of global human travel. The impacts of the pattern on epidemic dynamics in heterogeneous metapopulation networks, wherein each node represents a subpopulation with any number of individuals, are investigated by using a mean-field approach. The results show that the pattern does not alter the epidemic threshold, but can slightly lower the final average density of infected individuals as a whole. More importantly, we also find that the pattern produces different impacts on nodes with different degree, and that there exists a critical degree k c . For nodes with degree smaller than k c , the pattern produces a positive impact on epidemic mitigation; conversely, for nodes with degree larger than k c , the pattern produces a negative impact on epidemic mitigation.
has issue date	2013-10-01(xsd:dateTime)
bibo:doi	10.1016/j.physa.2013.05.028
bibo:pmid	32288087
has license	els-covid
sha1sum (hex)	eb526b1d311cd67f228f3ea1792e32e3dc6dc7c8
schema:url	https://doi.org/10.1016/j.physa.2013.05.028
resource representing a document's title	Time-varying human mobility patterns with metapopulation epidemic dynamics
has PubMed Central identifier	PMC7126299
has PubMed identifier	32288087
schema:publication	Physica A: Statistical Mechanics and its Applications
resource representing a document's body	covid:eb526b1d311cd67f228f3ea1792e32e3dc6dc7c8#body_text
is schema:about of	named entity 'metapopulation' named entity 'H L' named entity 'TIME' named entity 'EPIDEMIC' named entity 'G H' named entity 'T S' named entity 'VARYING' named entity 'HUMAN MOBILITY' named entity 'METAPOPULATION' named entity 'PATTERNS' named entity 'DYNAMICS' covid:arg/eb526b1d311cd67f228f3ea1792e32e3dc6dc7c8 named entity 'epidemic' named entity 'scale-free' named entity 'diffusion processes' named entity 'Monte Carlo simulations' named entity 'infection' named entity 'stationary state' named entity 'epidemic' named entity 'diffusion' named entity 'infection' named entity 'SARS' named entity 'infection' named entity 'epidemic' named entity '1, 2' named entity 'diffusion processes' named entity 'epidemic' named entity 'epidemic' named entity 'epidemic' named entity 'diffusion process' named entity 'degree distribution' named entity 'epidemic' named entity 'evolution' named entity 'epidemic' named entity 'epidemic' named entity 'epidemic' named entity 'diffusion' named entity 'stationary state' named entity 'epidemic' named entity 'metapopulation' named entity 'mass media' named entity 'degree distribution' named entity 'epidemic' named entity 'epidemic' named entity 'epidemic model' named entity 'epidemic' named entity 'relative density' named entity 'epidemic' named entity 'epidemic' named entity 'metapopulation' named entity 'epidemic' named entity 'diffusion process' named entity 'epidemic' named entity 'infection' named entity 'metapopulation' named entity 'epidemic' named entity 'heterogeneity' named entity 'epidemic' named entity 'severe acute respiratory syndrome' named entity '1.08' named entity 'epidemic' named entity 'network topology' named entity 'epidemic' named entity 'epidemic' named entity 'epidemic' named entity 'positive root' named entity 'epidemic' named entity '1.08' named entity 'epidemic' named entity 'epidemic' named entity 'population density' named entity 'continuous-time' named entity 'epidemic' named entity 'epidemic' named entity 'infection' named entity 'epidemic' named entity 'metapopulation' named entity 'epidemic' named entity 'infection'

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